barriers

Bandwagon Effect: Systemic Barriers to Global Governance and SDGs 16

Development agendas borrow a term common in the study of global governance that is shaped not only by policy, but also by the decision-making structures that determine who speaks, who is heard, and who ultimately adapts. In the contemporary multilateral landscape, the tendency of weaker actors to align their positions with dominant powers for the sake of security or accessibility has evolved beyond its classical definition in realist theory. It now operates as a subtle but consequential social mechanism, systematically reducing the diplomatic boldness of the Global South countries in international forums.

The bandwagon effect is not just a phenomenon of individual behavior, but a reflection of an institutionalized architecture of structural inequality. Under these conditions, the countries of the Global South often hide their authentic preferences. Not because of argumentative incompetence, but rather because of the incentives created by financial dependence, representation asymmetry, and limited diplomatic capacity. The consequence is a direct contradiction to Sustainable Development Goal 16, which mandates the building of strong, accountable, and inclusive institutions at all levels.

The Bandwagon Effect in the Context of Global Governance

From a realist perspective, countries that have identical votes in UNGA resolutions reflect similar preferences within the framework of the protection of sovereign norms. But empirical research shows a more complex reality. Khan’s (2020) study of Bangladesh’s voting patterns at the UNGA for the period 2001–2017 revealed that vote alignment does not always reflect the proximity of substantive preferences, but is often a product of geopolitical contexts and dependency relationships. Realists themselves recognize that this kind of voice alignment tends to collapse in crisis situations when countries are encouraged to self-help that makes it clear that a seemingly consensus-like may never really exist.

More direct evidence comes from a panel of 123 developing countries in a study of U.S. economic sanctions and UNGA voting patterns for the 1990–2014 period. The study, which limited its analysis to non-OECD countries because foreign aid was not considered to affect the voting behavior of rich countries, confirmed that external pressures, both in the form of incentives and sanctions, significantly shaped developing countries’ voting preferences on important issues. It further states that receive budget support and unconditional assistance from the US tend to vote in line with US interests. A correlation that is difficult to explain solely by the similarity of values.

This pattern was also identified structurally through the analysis of the UNGA voting network. Magu and Mateos (2017) found that the empirical distribution of voting similarity scores is right-skewed towards a value of 1, which means that clusters of countries with a high degree of alignment are much more common than can be explained by pure similarity of interest. This is consistent with the hypothesis that structurally weak states tend to move toward dominant power positions, not because of belief, but because of survival calculations.

The Inequality Architecture That Creates Bandwagon Incentives

Understanding why the bandwagon effect is so entrenched among the Global South requires a reading of the existing global governance architecture. At the International Monetary Fund, the United States holds 16.9 percent of the vote and has an effective veto since major decisions require an 85 percent majority. Meanwhile, Africa, which consists of 54 member states and accounts for most of the IMF’s 2026 active loan portfolio, only controls about 6.5 percent of the vote. On the UN Security Council, not a single African country holds a permanent seat, although more than 60 percent of the Council’s agenda is related to conflicts on the continent.

This representational inequality creates the conditions in which joining a majority position or with a certain power bloc becomes an administratively rational strategy, even when it is contrary to the long-term interests of a country.

The factor of dependence on military suppliers is also relevant. A study of the determinants of developing countries’ voting at the UNGA identified that the choice of military suppliers that placed countries in the orbit of Western, Russian, or Chinese influence also influenced voting tendencies. This provides important context for India’s abstaining position in the UNGA resolution condemning Russia’s invasion of Ukraine, which is an inseparable decision from the fact that about 70 percent of India’s military equipment comes from Russia. This is not a moral inconsistency but rather a rationality imposed by the architecture of dependence.

Contradictions with SDGs 16: Measuring What Is Not Measurable

Sustainable Development Goal 16 mandates the development of institutions that are ‘peaceful, equitable, and inclusive at all levels’ is a mandate that explicitly encompasses global, not just domestic, governance. The SDG 16 Global Progress Report (UNDP/UNODC/OHCHR, 2023) describes an alarming situation where progress towards SDG 16 is very slow and in some cases even moving in the wrong direction. Violence is on the rise, inequality is hampering inclusive decision-making, and corruption is undermining the social contract.

On a broader level, the Sustainable Development Report 2024 (SDSN), which covers all 193 UN member states, found that on average only 16 percent of the SDG targets are on track to be achieved by 2030. SDG 16 is specifically mentioned as one of the goals that are furthest from the target. More significantly, among the five SDG targets that showed the most regression since 2015, press freedom, which is an indicator under SDG 16, is also included.

The connection between the bandwagon effect and the setback of SDG 16 is not just correlative. It is mechanistic. When countries are unable to express their authentic preferences in the multilateral negotiation process due to structural pressures, the three key pillars of SDG 16 inclusivity, accountability, and effectiveness are degraded simultaneously. Inclusivity is degraded as voices that are supposed to represent the global majority are eroded into a consensus designed by and for minorities. Accountability is degraded because countries that choose to go against the interests of their people in order to maintain relations with donors or trading partners cannot be held coherently accountable by their constituents. Effectiveness is degraded because resolutions born of pseudo-consensus will never be implemented with sincere commitment.

The Bandwagon Effect as a Social Phenomenon, Not an Individual Failure

It is important to emphasize that the bandwagon effect in this context is not a failure of diplomatic character or moral inconsistency. It is a rational response to unequal structural incentives. A quantitative analysis of UNGA voting in the period 1946–2014 shows that the voting patterns of developing countries consistently shifted to the dominant power configuration in that period not because of the convergence of values, but because of changes in the distribution of power and dependency.

This makes the bandwagon effect a social phenomenon in the strictest sense. It is not behavior that is freely chosen by individuals or states, but behavior that is conditioned by the structure of the system. As the literature on public voting behavior and foreign policy shows, public opinion and domestic pressures do influence foreign policy but in countries with low state capacity, external factors such as aid dependence and pressure from international financial institutions are often more decisive.

The consequences of this framing are very important in policy. The solution is not moral persuasion, but in the transformation of structural incentives. The countries of the Global South do not need to be educated to be braver, they just need to be given conditions where diplomatic courage does not mean financial suicide or geopolitical isolation.

Implications and Directions of Reform

If the bandwagon effect is understood as a product of the architecture of inequality, then meaningful reform must target that architecture. First, reform of representation in the Bretton Woods institutions remains a prerequisite that cannot be postponed. As long as the quota formula remains biased towards advanced economies and as long as the U.S. retains its veto, the structural incentives for the bandwagon will continue to exist. The SDSN Sustainable Development Report 2024 itself identifies strengthening UN-based multilateralism as one of the urgent needs of a recommendation that presupposes a more equitable representation architecture reform.

Second, transparency in the multilateral negotiation process must be expanded. If negotiating positions could be monitored more openly by civil society and the media, the space between publicly stated positions and actual behavior at the negotiating table would become narrower. This is especially relevant for the negotiation process in international financial institutions that have been operating with a high level of secrecy.

Third, strengthening a substantive south-south coalition that should go beyond solidarity rhetoric can also provide a buffer against external pressure. But this requires that the countries of the Global South build real policy coordination mechanisms in multilateral forums, not just in bilateral meetings. Without this kind of mechanism, Global South solidarity will continue to be an aspiration that is defeated by the calculation of bilateral dependency in critical moments.

Conclusion

The bandwagon effect in global governance is a manifestation of institutionalized inequality. It works discreetly, through incentives and dependencies, to produce consensuses that look strong on the outside but fragile on the inside. SDG 16 which mandates inclusive, accountable, and effective institutions cannot be realized as long as the global decision-making mechanisms themselves continue to produce conditions that encourage countries to hide their true preferences.

As UNDP affirms in its latest SDG 16 progress report, peace and prosperity for all people and the planet is only possible with decisive and innovative action on SDG 16. Such actions cannot be limited to the domestic realm alone, they must include a fundamental transformation in the global governance architecture that currently systematically penalizes diplomatic courage and incentivizes compliance.

Effective global governance is not built on consensus imposed by dependencies. It is built on genuine participation and genuine participation requires conditions in which authentic choices are not punished by structures that are supposed to serve all.

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How Tai Babilonia’s career shattered barriers in figure skating

The seventh in an occasional series of profiles on Southern California athletes who have flourished in their post-playing careers.

Tai Babilonia’s life changed forever when she was asked to hold a boy’s hand.

At first she resisted.

“I didn’t want to,” she remembered. “He’s a yucky boy.”

But Mabel Fairbanks, Babilonia’s skating coach, wouldn’t take no for an answer, bribing the 8-year-old with stickers and a Barbie doll if she would just reach out and grab the hand of 10-year-old Randy Gardner.

It would be another 40 years before she let go.

By then Tai Babilonia and Randy Gardner had become one of the most decorated pairs in U.S. figure skating history, their individual names eventually melding into one.

“My last name is ‘and Randy,’” Babilonia said. “And I embrace it.”

U.S. pairs figure skating duo of Tai Babilonia and Randy Gardner in 1979.

U.S. pairs figure skating duo of Tai Babilonia and Randy Gardner in 1979.

(Tony Duffy / Getty Images)

As a pair “Tai and Randy” won five U.S. championships, medaled in three world championships and qualified for the Olympics twice, all before Babilonia’s 21st birthday. Their success also pushed open doors that had long been closed since Babilonia, Black on her mother’s side and part Filipino and Native American on her dad’s side, was the first U.S. skater from any of those ethnic groups to compete in the Olympics or win a world title.

Among those to follow her were Debi Thomas, a two-time U.S. champion and a bronze medalist at the 1988 Winter Olympics, and Elizabeth Punsalan, a two-time Olympian and five-time national champion in ice dancing.

At about the same time Babilonia and Gardner were moving from competitive skating and the Olympics to the Ice Capades, another young girl was just starting to pursue her own Olympic dreams. Tiffany Chin would go on to win a national championship, two Skate America titles and just miss a medal in the 1984 Winter Games, retiring before she was old enough to legally drink.

In that brief but brilliant career, Chin changed U.S. figure skating forever. She was the country’s first Asian American national champion and first Chinese American Winter Olympian, paving the way for Olympic medalists Kristi Yamaguchi, Nathan Chen, Michelle Kwan and siblings Alex and Maia Shibutani.

After retiring from skating, Babilonia, now 66, dabbled in coaching and sportswear design, became a motivational speaker, an activist and, most importantly, a grandmother. But the legacy Babilonia and Chin created will be on display in Italy this month when the U.S. fields one of the most eclectic Olympic figure skating teams ever, with 12 of the 16 athletes having immigrant parents.

Five of the six singles skaters — Alysa Liu, Isabeau Levito, Ilia Malinin, Maxim Naumov and Andrew Torgashev — are first-generation Americans while the other, women’s national champion Amber Glenn, identifies as pansexual. Pairs skaters Emily Chan, Spencer Howe and Ellie Kam and ice dancers Anthony Ponomarenko, Christina Carreira, Vadym Kolesnik and Emilea Zingas are also immigrants or first-generation Americans while Madison Chock, the reigning Olympic champion in ice dancing, has Hawaiian, Chinese, German, English, Irish, French and Dutch ancestry.

At a time when diversity, equity and inclusion programs are being dismantled, immigrants are being attacked and diversity is labeled a weakness, America’s Olympic figure skaters have come to mirror the country at large.

“It’s wonderful and so important,” said Babilonia. “Especially now.”

Nearly 60 years after Babilonia and Gardner skated together for the first time, the decision to pair them seems inspired, even providential.

It was neither. Fairbanks, Babilonia learned later, simply needed a couple to skate in a club show at the Culver City Ice Arena.

“We just happened to be similar in height. And I guess we were cute,” Babilonia said last month during a lengthy interview at the Colonial Revival-style mansion in the West Adams District that houses the LA84 Foundation.

Gardner was already an excellent skater, as strong and athletic as he was outgoing and friendly; Babilonia was shy and far less steady on the ice. But that wasn’t the only thing that made their pairing unusual.

Gardner was white and Babilonia was Black. And in 1968, asking them to hold hands in public was scandalous, even in Culver City. However, Fairbanks, a legendary coach who had spent much of her life pushing back against convention, didn’t see color. She focused only on talent.

Randy Gardner and Tai Babilonia roller skating together in May 1979.

Randy Gardner and Tai Babilonia roller skating together in May 1979.

(Tony Duffy / Getty Images)

“Mabel was the coach who taught all races, Hispanic, Black, mixed, Jewish,” Babilonia said. “Mabel broke down that wall.”

Fairbanks, who was Black and Seminole, was born in the Deep South at a time when ice rinks were segregated. Even after moving to New York, where she bought a pair of skates for $1 at a pawn shop, then taught herself how to use them, she skated mostly in nightclub shows, where she was limited to jumps and moves that wouldn’t show up the white skaters.

She soon moved to Los Angeles, touring internationally with the Ice Capades and Ice Follies, before becoming a coach and mentoring hundreds of young skaters, including Olympic medalists Scott Hamilton, Yamaguchi and Thomas.

“If it weren’t for Mabel Fairbanks, you wouldn’t have any color in the predominantly white skating world,” said Babilonia, who is shopping a biopic of Fairbanks, who died in 2001.

“People don’t really know her. She’s like a hidden figure.”

Yet three years after Fairbanks made Tai and Randy a pair, they left her for John Nicks, who was coaching at the Paramount Iceland.

“He took our skating to a whole different level. And it happened really quick,” said Babilonia, who still calls her former coach Mr. Nicks. “That’s when we started winning and improving and just really became a great pair of skaters.”

Two years later Babilonia and Gardner won the U.S. junior nationals and three years after that they won the first of five national championships, qualifying for the 1976 Winter Olympics in Austria, where they finished fifth. Gardner wasn’t old enough to vote and Babilonia didn’t have a driver’s license. But together they were holding their own against the best pairs skaters in the world.

“Such an incredible year,” Babilonia said. “We won our first U.S. title, became Olympians, I got my learner’s permit and had a crush on Peter Frampton.”

But they were just getting started. Gardner and Babilonia wouldn’t lose in the U.S. championships for the rest of the decade. And 11 months before the next Olympics, they won their first world championship, then celebrated by skating for the queen of England at Wembley Stadium.

Tai Babilonia and Randy Gardner compete at the World Figure Skating Championships in Tokyo in March 1977.

Tai Babilonia and Randy Gardner compete at the World Figure Skating Championships in Tokyo in March 1977.

(Tony Duffy / Getty Images)

With the Winter Games coming back to the U.S. at Lake Placid, the Americans were favored to keep the Soviet Union off the top step of the medal platform for the first time since 1960, the last time the Olympics were held in the U.S.

Only they never made it to the ice.

Nicks had moved his skaters from Paramount to the Ice Capades Chalet, a buff-colored concrete-block building in Santa Monica, five blocks from the Pacific Ocean. During a training session there, Gardner inflamed a groin injury that had plagued him for months.

It got worse when they got to Lake Placid and Gardner had a Xylocaine injection, but the anesthetic was too strong and it only made things worse; the pain was gone, but now Gardner couldn’t feel his leg at all. They pulled out of the competition moments before it was supposed to begin.

The next morning, with the skaters, their parents and their coach perched on the stage at a high school auditorium for a hastily arranged news conference, hundreds of reporters tried to get a shattered Babilonia to turn on her partner. She didn’t take the bait.

“She totally had my back,” Gardner said. “There was so much camaraderie and trust and love between the two of us. She understood that it was a major injury and it was devastating. It changed the path of our career.”

“I’m not going to say it ruined it,” he added. “It just changed the path.”

Two months after leaving Lake Placid in sorrow, Gardner and Babilonia, who had gone from “Tai and Randy” to the “Heartbreak Kids,” turned pro, signing a three-year contract with the Ice Capades that included endorsement deals.

They never skated in the Olympics again. And while the money was good, the pace was punishing, with eight shows a week on a 30-week tour.

“You’re performing every night, weekends two shows a day,” Babilonia said. “If you don’t pace yourself, which I didn’t, it will rock your world in a negative way.

“You can’t do all the tricks you did as a teenager every night.”

American figure skating duo Randy Gardner and Tai Babilonia in action.

Tai Babilonia and Randy Gardner skating in 1979, the same year they won the pairs world championship.

(Tony Duffy / Getty Images)

Babilonia had never truly dealt with the emotional pain of the Olympic withdrawal. Now she was also dealing with the strain and fatigue of the ice show schedule as well as an identity crisis.

“Randy figured out how to put Tai and Randy in a box and leave them there and go on with his life,” Babilonia said. “I didn’t know how to separate them from me.”

So she sought answers in amphetamines, heavy drinking and a number of brief but high-profile romances before hitting rock bottom just before her 29th birthday, when she tried to kill herself with an overdose of sleeping pills. Her recovery started seven months later with an emotional first-person account of her fall in People magazine.

“I did it because I knew I had to,” Babilonia, still fit and youthful, said of a confession in which she blamed no one but herself. “I had to stop what I was doing and this was part of my recovery process. I couldn’t say yes quick enough.

“Something inside of me said, ‘This is your moment. Get it out. It may help some people,’” she continued. “And it did.”

The magazine cover story was followed 19 months later by the prime-time NBC movie “On Thin Ice,” which went over much of the same territory, with Babilonia and Gardner playing themselves in many of the skating scenes.

“It took me a while to watch the whole thing. Some scenes were hard,” said Babilonia, who speaks in a confident, careful cadence. “It was just part of my recovery process.”

She’s been sober 17 years and her relationship with Gardner, who came out as gay in 2006 — also in People magazine — has lasted longer than her marriage. Along the way, Babilonia matured from the shy withdrawn child who refused to hold a boy’s hand into a bold, strong and confident woman.

“She’s totally mature. She is worldly. And she’s an advocate for equality in sports, people of color and all that,” said Gardner, 68, whose home in Manhattan Beach is about 10 miles from the Culver City ice rink where he and Babilonia learned to skate once stood.

The former teammates still meet at least once a month and talk on the phone frequently, although they haven’t been on the ice together since Gardner underwent surgery on his back a year ago.

Flames from a olympic torch passes in front of Tai Babilonia at LA84 Foundation in January.

Flames from a olympic torch passes in front of Tai Babilonia at LA84 Foundation in January.

(Ronaldo Bolanos / Los Angeles Times)

When she stopped skating Babilonia tried coaching, but that didn’t work because she didn’t know how to teach the moves she had so easily mastered. Instead, she launched a clothing line, became a motivational speaker, volunteered with various groups promoting diversity on and off the ice, co-hosted a TV interview show taped in Santa Barbara and, for the last nine years, has co-hosted a holiday skate party for kids from the Union Rescue Mission. She also continues to skate in charity events.

All that in addition to her work with Atoy Wilson, a former U.S. novice champion, on the Mabel Fairbanks biopic, tentatively titled “Black Ice: The Mabel Fairbanks Story.”

“I want to try everything,” she said. “I want to experience everything.”

But her real job, she quickly adds, is being a grandmother to Ryett, her son’s 2-year-old boy in Arizona.

“I love being a grandmother,” she said. “Absolutely love it.”

She is also a prolific presence on social media, where most of her posts are either trenchant comments on the politics of today or black-and-white photos from back in the day, when she and Gardner — Tai and Randy — were winning medals and opening doors, helping to change U.S. figure skating forever.

“I appreciate what we did more as I get older,” Babilonia said. “We were pretty good and we made our mark. We worked hard. We became two-time Olympians. We met the queen of England.

“It’s just wild.”

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